Efficacy of Bluetooth-Based Data Collection for Road Traffic Analysis and Visualization Using Big Data Analytics by Ashish Rajeshwar Kulkarni, Narendra Kumar, K. Ramachandra Rao

“…This paper presents the efficacy of road-side Bluetooth scanners for traffic data collection and big-data analytics to process the collected data to extract traffic parameters. …”
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Optimization Model of Traffic Sensor Layout considering Traffic Big Data by Xu Sun, Zixiu Bai, Kun Lin, Pengpeng Jiao, HuaPu Lu

“…Considering the impact of traffic big data, a set of impact factors for traffic sensor layout is established, including system cost, multisource data sharing, data demand, sensor failures, road infrastructure, and sensor type. …”
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Compression Algorithm of Road Traffic Spatial Data Based on LZW Encoding by Dong-wei Xu, Yong-dong Wang, Li-min Jia, Gui-jun Zhang, Hai-feng Guo

“…Wide-ranging applications of road traffic detection technology in road traffic state data acquisition have introduced new challenges for transportation and storage of road traffic big data. …”
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Researching Organic Solar Cells from the Perspective of Literature Big Data Analysis by Qing Wang, Zhixin Liu, Shengda Zhao, Yangjun Yan, Xinyi Li, Yajie Zhang, Xinghua Zhang

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Big Data-Driven Based Real-Time Traffic Flow State Identification and Prediction by Hua-pu Lu, Zhi-yuan Sun, Wen-cong Qu

“…With the rapid development of urban informatization, the era of big data is coming. To satisfy the demand of traffic congestion early warning, this paper studies the method of real-time traffic flow state identification and prediction based on big data-driven theory. …”
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Road Traffic Safety Risk Estimation Method Based on Vehicle Onboard Diagnostic Data by Xiaoyu Cai, Cailin Lei, Bo Peng, Xiaoyong Tang, Zhigang Gao

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A Data-Driven Deep Learning Framework for Prediction of Traffic Crashes at Road Intersections by Mengxiang Wang, Wang-Chien Lee, Na Liu, Qiang Fu, Fujun Wan, Ge Yu

“…In this paper, we formulate <i>T</i>CP at Road Intersections as a classification problem and propose a three-phase data-driven deep learning model, called <i>Road Intersection Traffic Crash Prediction</i> (<i>RoadInTCP</i>), to predict traffic crashes at intersections by exploiting publicly available heterogeneous big data. …”
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Intelligent Method for Identifying Driving Risk Based on V2V Multisource Big Data by Jinshuan Peng, Yiming Shao

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The Comparison and Modeling of the Driving Factors of Urban Expansion for Thirty-Five Big Cities in the Three Regions in China by Tian Guangjin, Xu Xinliang, Liu Xiaojuan, Kong Lingqiang

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Traffic Flow Modeling of Freeway Variable Speed Limit Control Based on the Big Data of Driving Behavior by Xu Qu, Linheng Li, Ziwei Yi, Peipei Mao, Mofeng Yang

“…Variable speed limit (VSL) control is a flexible restriction on the rate at which motorists can drive on a given stretch of road. Effective VSL control can increase safety and provide clear guidance for motorists. …”
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Landscape Image Layout Optimization Extraction Simulation of 3D Pastoral Complex under Big Data Analysis by Juan Du, Yuelin Long

“…From a spatial perspective, the edge area outside the Fourth Ring Road becomes the most obvious area of fragmentation tendency. …”
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Evacuation Traffic Management under Diffusion of Toxic Gas Based on an Improved Road Risk Level Assessment Method by Zheng Liu, Xingang Li, Xiaojing Chen

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Data-Driven Analytics for China’s Overseas Construction Projects in the Contexts of the Maritime Silk Road and Global Maritime Network by Zhi-Hua Hu

“…The Belt and Road (BR) Initiative (BRI) is usually examined in geopolitics perspectives, while the studies ignored the consistency of the BRI with the world economy and China’s historical international business. …”
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Analysis of Intelligent Transportation System Application Based on Internet of Things and Big Data Technology under the Background of Information Society by Di Wang, Weijing Xu, Xuesong Jia

“…With the growth of national economic strength, urban modernization has become an indispensable part. Among them, urban road traffic congestion has become the main problem affecting work and traffic. …”
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Machine learning of swimming data via wisdom of crowd and regression analysis by Jiang Xie, Junfu Xu, Celine Nie, Qing Nie

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Roma Eterna? Roman rule explains regional well-being divides in Germany by Martin Obschonka, Fabian Wahl, Michael Fritsch, Michael Wyrwich, P. Jason Rentfrow, Jeff Potter, Samuel D. Gosling

“…Additional analyses suggest that Roman investments in economic institutions (e.g., trade infrastructure such as Roman roads, markets, and mines) were crucial in creating this long-term effect. …”
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Air pollution Dynamics: The role of meteorological factors in PM10 concentration patterns across urban areas by Carolina Girotti, Luiz Fernando Kowalski, Tiago Silva, Ezequiel Correia, Alessandra R. Prata Shimomura, Fernando Akira Kurokawa, António Lopes

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Surveillance experiences of extinction rebellion activists and police: Unpacking the technologization of Dutch protest policing by Majsa Storbeck, Gabriele Jacobs, Marc Schuilenburg, Robin van den Akker

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LAND SUITABILITY ASSESSMENT FOR SOYBEAN (GLYCINE MAX) IN BARDAGHAT MUNICIPALITY USING GIS TECHNIQUES by Birendra Tiwar, Amrit Dumre, Mahesh Jaishi

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LAND SUITABILITY ANALAYSIS OF SESAME CROP USING GIS TECHNIQUES by Ramesh Kumar Ghimire, Anuj Dhakal, Amir Pandit, Pragyan Ghimire, Sagar Pokharel

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